Cluster Analysis in Python

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Course Features

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Duration

4 hours

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Delivery Method

Online

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Available on

Limited Access

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Accessibility

Mobile, Desktop, Laptop

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Language

English

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Subtitles

English

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Level

Intermediate

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Teaching Type

Self Paced

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Video Content

4 hours

Course Description

Google News automatically group related news articles under one topic. Wondering what goes on behind the scenes to create these groups of news articles? This course will teach you how to use the SciPy library in Python to learn unsupervised clustering. This course will cover data preprocessing as well as the use of hierarchical and k-means clustering. This course will cover player statistics for FIFA 18, which is a very popular football game. Learn how to visualize and apply different clustering algorithms to data.

Course Overview

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Virtual Labs

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International Faculty

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Post Course Interactions

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Hands-On Training,Instructor-Moderated Discussions

Skills You Will Gain

Prerequisites/Requirements

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Intermediate Python

What You Will Learn

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In this course, you will be introduced to unsupervised learning through techniques such as hierarchical and k-means clustering using the SciPy library

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In this course, you will be introduced to unsupervised learning through clustering using the SciPy library in Python

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This course covers pre-processing of data and application of hierarchical and k-means clustering. Through the course, you will explore player statistics from a popular football video game, FIFA 18

Course Instructors

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Shaumik Daityari

Business Analyst at American Express

Shaumik is a business analyst at American Express by day, and a comic book enthusiast by night (or maybe, he's Batman?) He has masters degrees from IIT Roorkee and IIM Lucknow, but apparently, none w...

Course Reviews

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Course Cover

$12

$6

49% OFF

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